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Adversarial Defense for Ensemble Models (ICML 2019)
Leveraging network topology for better fake account detection in social networks
Algorithms for outlier, adversarial and drift detection
A PyTorch implementation of the Transformer model in "Attention is All You Need".
Paper Lists for Graph Neural Networks
Cybersecurity Evaluation Tool
Implementation of Graph Convolutional Networks in TensorFlow
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
Keras implementations of Generative Adversarial Networks.
Keras Temporal Convolutional Network.
A collection of small extensions to Keras (RBM, momentum schedule, ..)
Code for paper "Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality".
An All-MLP solution for Vision, from Google AI
本人多次机器学习与大数据竞赛Top5的经验总结,满满的干货,拿好不谢
Code corresponding to the paper "Adversarial Examples are not Easily Detected..."
pytorch handbook是一本开源的书籍,目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门,其中包含的Pytorch教程全部通过测试保证可以成功运行
A pytorch implementation of "Ensemble Adversarial Training : Attacks and Defenses"
Temporal Pattern Attention for Multivariate Time Series Forecasting
Implementation of Transformer in Transformer, pixel level attention paired with patch level attention for image classification, in Pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
ZOO: Zeroth Order Optimization based Black-box Attacks to Deep Neural Networks
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.